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Productivity Shock and Labour Input: Evidence from Correlated Unobserved Component Model

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  • Jitender Singh
  • Arup Mitra

Abstract

This note assesses the relationship between labour productivity and employment in the framework of the unobserved component model as well as the vector autoregressive model. In the case of the organized/formal manufacturing sector in India, the transitory increase in productivity is seen to reduce the man-days in the short run, though it is not statistically significant. Permanent shock to productivity decreases labour inputs permanently, and vice versa and their association is also statistically significant. Incentivizing the firms to expand their activities, diversify production and process secondary products may help restore employment in the face of a permanent productivity shock. JEL Classification: C11, C32, E32

Suggested Citation

  • Jitender Singh & Arup Mitra, 2024. "Productivity Shock and Labour Input: Evidence from Correlated Unobserved Component Model," South Asian Journal of Macroeconomics and Public Finance, , vol. 13(1), pages 53-69, June.
    • Handle: RePEc:sae:smppub:v:13:y:2024:i:1:p:53-69
    DOI: 10.1177/22779787231209612
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    References listed on IDEAS

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    1. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    2. Arup Mitra, 2020. "Technological progress, innovation and employment: firm-level evidence from India’s manufacturing sector," Innovation and Development, Taylor & Francis Journals, vol. 10(3), pages 451-465, September.
    3. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    4. Marco Vivarelli, 2013. "Technology, Employment and Skills: An Interpretative Framework," Eurasian Business Review, Eurasia Business and Economics Society, vol. 3(1), pages 66-89, Spring.
    5. Marco Vivarelli, 2013. "Technology, Employment and Skills: An Interpretative Framework," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 66-89, June.
    6. Jitender Singh, 2023. "Unemployment Fluctuations in Urban Labour Market in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(1), pages 81-111, March.
    7. Arabinda Basistha, 2009. "Hours per capita and productivity: evidence from correlated unobserved components models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(1), pages 187-206.
    8. Jitender Singh & Arup Mitra, 2016. "Cyclical asymmetries and short-run relation between employment and output: the case of organised manufacturing in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 59(2), pages 203-216, June.
    9. Arup Mitra & Amit Kumar Jha, 2016. "Innovation and Employment: A Firm Level Study of Indian Industries," India Studies in Business and Economics, in: N.S. Siddharthan & K. Narayanan (ed.), Technology, pages 113-140, Springer.
    10. Sebastian Braun, 2008. "Economic Integration, Process and Product Innovation, and Relative Skill Demand," Review of International Economics, Wiley Blackwell, vol. 16(5), pages 864-873, November.
    11. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    12. Ugur, Mehmet & Mitra, Arup, 2017. "Technology Adoption and Employment in Less Developed Countries: A Mixed-Method Systematic Review," World Development, Elsevier, vol. 96(C), pages 1-18.
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    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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